talk · Graph
Graph Modelling for Production AI
A pragmatic walk-through of mapping LLM use cases onto labelled-property graphs without over-engineering.
GRAPH · DATA · TRAINING
Graphs, data and the engineers who own them.
We help product teams design graphs, ship validated data pipelines, and grow the engineers who own them.
Four talents, one practice
Pick where you'd like to start.
Calendar
Workshops, talks and office hours.
No upcoming events scheduled — check back soon.
Recent talks & writing
A small sample from across the practice.
blog · Graph
From Tables to Graphs in 30 Days
What we change first when a relational team adopts Neo4j Aura — and what we deliberately leave alone.
talk · Data
Pydantic v2 in Anger
Lessons from running validated contracts across 200+ ingestion pipelines without slowing the team down.